This file contains statistics and figures from the paper, “Molecular,
Cellular, and Developmental Organization of the Mouse Vomeronasal organ
at Single Cell Resolution” by Max Hills Jr., Limei Ma, Ai Fang, Thelma
Chiremba, Seth Malloy, Allison Scott, Anoja Perera, and C. Ron Yu.
The paper can be found here:
Molecular,
Cellular, and Developmental Organization of the Mouse Vomeronasal organ
at Single Cell Resolution
Molecular cascades separating the
neuronal lineages
PCA plot of V1R and V2R pseudotime principal curves across cell
types

Cell density plots across pseudotime for P14 and P56 mice
Summary of
Kolmogorov-Smirnov Test
Two-sample Kolmogorov-Smirnov test
data: p14.v1r.pseudotime$v1r.pseudotime and p56.v1r.pseudotime$v1r.pseudotime
D = 0.21438, p-value < 2.2e-16
alternative hypothesis: two-sided
Two-sample Kolmogorov-Smirnov test
data: p14.v2r.pseudotime$v2r.pseudotime and p56.v2r.pseudotime$v2r.pseudotime
D = 0.10572, p-value = 1.892e-13
alternative hypothesis: two-sided

Heatmap showing expression in pseudotime for genes that
differentially expressed between the V1R and V2R lineages. Heat
indicates Z-score values

Zoomed in UMAP of cell types early in the neuronal lineage

Feature plots for select genes expressed early in the neuronal
lineage





Violin plot of normalized expression for Neurog1 and Neurod1, split
by cell type

UMAP of INP, iVSN, iOSN, and mOSN cell types

Normalized expression of candidate genes for V1R/V2R/OSN lineage
determination - V1R expressing genes





Normalized expression of candidate genes for V1R/V2R/OSN lineage
determination






Feature plots of normalized gene expression for early differentially
expressed genes between V1R, V2R, and OSN lineages

Feature plots of normalized expression for Notch1 and Dll4

---
title: "VNO Atlas Figure 3"
author: "Max Hills"
date: "`r format(Sys.time(), '%d %B, %Y')`"
output: html_notebook
---

>This file contains statistics and figures from the paper, "Molecular, Cellular, and Developmental Organization of the Mouse Vomeronasal organ at Single Cell Resolution" by Max Hills Jr., Limei Ma, Ai Fang, Thelma Chiremba, Seth Malloy, Allison Scott, Anoja Perera, and C. Ron Yu.    

The paper can be found here:  

[Molecular, Cellular, and Developmental Organization of the Mouse Vomeronasal organ at Single Cell Resolution](https://elifesciences.org/reviewed-preprints/97356#tab-content)

***  

```{r setup, include=FALSE}

# R-Markdown Global Settings  

# Set-up a default image size of 10 X 10 inches. Suppress warning
# and error messages. Hide code.
knitr::opts_chunk$set(echo=FALSE, warning=FALSE, message=FALSE, comment="",
                      error=FALSE, fig.width=10, fig.height=10, cache=FALSE)

```

```{r libraries, include=FALSE}

# Library Loading  

suppressPackageStartupMessages({
  library(kit); library(tidyverse); library(stringr); library(plot3D) 
  library(ggplot2); library(data.table); library(org.Mm.eg.db)
  library(dplyr); library(Seurat); library(DBI); library(cowplot)
  library(Matrix); library(glmGamPoi); library(circlize)
  library(tibble); library(ggpubr); library(svglite); library(ggsignif)
  library(stats); library(vegan); library(scales); library(caret)
  library(patchwork); library(plotly); library(geomtextpath)
  library(openxlsx); library(gridExtra); library(ggrepel)
  library(GeneOverlap); library(biomaRt); library(ggpointdensity)
  library(slingshot); library(tradeSeq); library(SingleCellExperiment)
  library(viridis); library(UpSetR); library(pheatmap); library(msigdbr)
  library(fgsea); library(grid); library(IDPmisc); library(MASS)
  library(Rmisc); library(ggplotify); library(ggpmisc); library(scales)
  library(heatmaply); library(dendextend)
})

```

```{r}

# Global Variables

# The home directory
home_dir <- "/l/Yu/YuLab/Bioinformatics/projects/mhh/sc_VNO/"
# Directory for storing data objects at crucial stages
object_dir <- paste0(home_dir,"final.seu.objs/")
# Directory for images from the final analysis
image_dir <- paste0(home_dir,"final_images/")
adobe_images <- paste0(image_dir, "adobe_illustrator_svg_files/")
# Directory for images for the final paper
clustree_dir <- paste0(image_dir,"clustree/")
# A directory for TradeSeq fitGAM output
fitGAM_dir <- paste0(object_dir, "fitGAM/")
moe_dir <- "/l/Yu/YuLab/Bioinformatics/projects/mhh/molng_2407_2453/R_obj/"

# OPEN ```vno.seu.integrated```
load(file = paste0(object_dir,"vno.integrated.postCellID"))
#Load Neuronal Lineage Seurat Object  
load(file = paste0(object_dir,"neuron.integrated.postCellID"))

# Rename unknown_mVSN to sVSN
levels(vno.seu.integrated@active.ident)[levels(vno.seu.integrated@active.ident)=="unknown_mVSN"] <- "sVSN"
levels(neuron.integrated@active.ident)[levels(neuron.integrated@active.ident)=="unknown_mVSN"] <- "sVSN"
levels(vno.seu.integrated$cell_type)[levels(vno.seu.integrated$cell_type)=="unknown_mVSN"] <- "sVSN"
levels(neuron.integrated$cell_type)[levels(neuron.integrated$cell_type)=="unknown_mVSN"] <- "sVSN"

# Get color scheme for the whole vno dataset
vno.cell_type.colors <- hue_pal()(length(levels(vno.seu.integrated@active.ident)))
names(vno.cell_type.colors) <- levels(vno.seu.integrated@active.ident)

# Keep neuron dataset color scheme consistent with the whole vno color scheme, where possible  
neuron.cell_type.colors <- vno.cell_type.colors[c("V1R_mVSN","V2R_mVSN","mOSN","sVSN","V1R_iVSN","V2R_iVSN","GBC")]
neuron.cell_type.colors <- setNames(c(neuron.cell_type.colors,"#00B0F6","#9590FF","#E76BF3"),
                                    c(names(neuron.cell_type.colors),"iOSN","late_INP","early_INP"))

mature.neurons <- subset(neuron.integrated,idents=c("V1R_mVSN","V2R_mVSN","mOSN","sVSN"))
mature.cell_type.colors <- neuron.cell_type.colors[c("V1R_mVSN","V2R_mVSN","mOSN","sVSN")]

global.vars <- c(ls(),"global.vars")

```

***  

# Molecular cascades separating the neuronal lineages {.tabset .tabset-pills}  

## PCA plot of V1R and V2R pseudotime principal curves across cell types  

```{r}

load(file=paste0(object_dir,"v1r.v.v2r.seu"))                       # Seurat Object
load(file=paste0(object_dir,"inp.integrated.preCellID"))            # INP Seurat Object
load(file=paste0(object_dir,"v1r.v.v2r.sds"))                       # Slingshot Object
load(file=paste0(fitGAM_dir,"v1r.v.v2r.sce"))                       # Load the tradeSeq object
load(file=paste0(object_dir,"v1r.v.v2r.patternDEres"))              # patternDE test results object

```

```{r}

# Extract slingshot principal curves for plotting with Seurat/ggplot2
v1r.curve <- slingCurves(v1r.v.v2r.sds)[[2]] 
v1r.curve <- data.frame(v1r.curve$s[v1r.curve$ord, ])
v2r.curve <- slingCurves(v1r.v.v2r.sds)[[1]] 
v2r.curve <- data.frame(v2r.curve$s[v2r.curve$ord, ])

```

```{r}

v1r.v.v2r.seu@active.ident <- v1r.v.v2r.seu$cell_type
# Set the order of the levels for the factor
v1r.v.v2r.seu@active.ident <- factor(v1r.v.v2r.seu@active.ident, 
                                      levels = c("GBC", "INP", "V1R.INP", "V2R.INP",
                                                 "V1R_iVSN", "V2R_iVSN", "V1R_mVSN", "V2R_mVSN"))

```

```{r}

temp.pal.1 <- wesanderson::wes_palette("GrandBudapest1")
temp.pal.2 <- wesanderson::wes_palette("GrandBudapest2")
pal <- c(temp.pal.1,temp.pal.2)
names(pal) <- levels(v1r.v.v2r.seu@active.ident)
# Save the 2D PCA of Cell Types with V1R and V2R Principal Curves
svglite(filename = paste0(adobe_images,"fig3_a.svg"),width=6,height=6)
fig3_a <- DimPlot(v1r.v.v2r.seu, reduction="pca", pt.size=2, shuffle=TRUE, cols=pal) +
  geom_path(data=v1r.curve, aes(x=PC_1, y=PC_2), size=0.05, col="black") +
  geom_path(data=v2r.curve, aes(x=PC_1, y=PC_2), size=0.05, col="blue") +
  geom_labelpath(data=v1r.curve, aes(x=PC_1,y=PC_2), size=4.5, label="V1R", hjust=0.8,
                 fontface="bold") +
  geom_labelpath(data=v2r.curve, aes(x=PC_1,y=PC_2), size=4.5, label="V2R", hjust=0.8, 
                 colour="blue", fontface="bold") +
  theme(aspect.ratio = 1.0, text=element_text(size=22), axis.text = element_text(size=22), legend.position="bottom") +
  guides(color=guide_legend(nrow = 2))
  
rm(temp.pal.1,temp.pal.2)

fig3_a
invisible(dev.off())

```

```{r,fig.width=12,fig.height=12}

# V1R/V2R Principal Curves  
# Plot the 2D PCA of Cell Types with V1R and V2R Principal Curves
fig3_a

```

## Cell density plots across pseudotime for P14 and P56 mice  

```{r}

# Calculate pseudotimes
v1r.v.v2r.pt <- slingPseudotime(v1r.v.v2r.sds, na=FALSE)
v1r.v.v2r.seu <- AddMetaData(v1r.v.v2r.seu, v1r.v.v2r.pt[ ,2], col.name = "v1r.pseudotime")
v1r.v.v2r.seu <- AddMetaData(v1r.v.v2r.seu, v1r.v.v2r.pt[ ,1], col.name = "v2r.pseudotime")

# Add cell-weights
v1r.cw <- as.integer(v1r.v.v2r.seu$cell_type == "GBC" | 
                            v1r.v.v2r.seu$cell_type == "INP" | 
                              v1r.v.v2r.seu$cell_type == "V1R.INP" | 
                                v1r.v.v2r.seu$cell_type == "V1R_iVSN" |
                                  v1r.v.v2r.seu$cell_type == "V1R_mVSN")
v2r.cw <- as.integer(v1r.v.v2r.seu$cell_type == "GBC" | 
                            v1r.v.v2r.seu$cell_type == "INP" | 
                              v1r.v.v2r.seu$cell_type == "V2R.INP" | 
                                v1r.v.v2r.seu$cell_type == "V2R_iVSN" |
                                  v1r.v.v2r.seu$cell_type == "V2R_mVSN")
v1r.v.v2r.seu <- AddMetaData(v1r.v.v2r.seu, v1r.cw, col.name = "v1r.cw")
v1r.v.v2r.seu <- AddMetaData(v1r.v.v2r.seu, v2r.cw, col.name = "v2r.cw")

```

```{r}

v1r.v.v2r.pseudotime <- FetchData(v1r.v.v2r.seu,vars=c("cell_type","age","v1r.pseudotime",
                                                       "v2r.pseudotime","v1r.cw","v2r.cw"))

v1r.v.v2r.pseudotime$cell_type <- 
  factor(v1r.v.v2r.pseudotime$cell_type,
         levels=c("GBC","INP","V1R.INP","V2R.INP","V1R_iVSN",
                  "V2R_iVSN","V1R_mVSN","V2R_mVSN"))

```

[Summary of Kolmogorov-Smirnov Test](https://en.wikipedia.org/wiki/Kolmogorov–Smirnov_test)  

```{r}

# Subset the cells for each lineage
v1r.pseudotime <- v1r.v.v2r.pseudotime[v1r.v.v2r.pseudotime$v1r.cw==1, ]
v1r.pseudotime <- subset(v1r.pseudotime,select=c(cell_type,age,v1r.pseudotime,v1r.cw))
v1r.pseudotime$cell_type <- droplevels(v1r.pseudotime$cell_type)
v2r.pseudotime <- v1r.v.v2r.pseudotime[v1r.v.v2r.pseudotime$v2r.cw==1, ]
v2r.pseudotime <- subset(v2r.pseudotime,select=c(cell_type,age,v2r.pseudotime,v2r.cw))
v2r.pseudotime$cell_type <- droplevels(v2r.pseudotime$cell_type)

# Get age specific cells for statistical test
p14.v1r.pseudotime <- v1r.pseudotime[v1r.pseudotime$age=="P14", ]
p56.v1r.pseudotime <- v1r.pseudotime[v1r.pseudotime$age=="P56", ]
p14.v2r.pseudotime <- v2r.pseudotime[v2r.pseudotime$age=="P14", ]
p56.v2r.pseudotime <- v2r.pseudotime[v2r.pseudotime$age=="P56", ]

###############################
### Kolmogorov-Smirnov Test ###  
###############################
ks.test(p14.v1r.pseudotime$v1r.pseudotime,p56.v1r.pseudotime$v1r.pseudotime)

```

```{r, include=FALSE}

pal <- wesanderson::wes_palette("Darjeeling1",4,"discrete")

fig3_b.part_1 <- ggdensity(data=v1r.pseudotime, x="v1r.pseudotime",
                    color="age",fill="age",title="V1R") +
  theme(aspect.ratio=1, axis.title=element_text(size=20), legend.text=element_text(size=20),
        axis.text=element_text(size=20), plot.title=element_text(hjust=0.5,size=28),
        legend.title=element_text(size=20)) +
  xlab("pseudotime") + 
  annotate("text",x=100,y=0.05,label="p-value < 2.2e-16",size=20/.pt) +
  annotate(
    ymin = -0.001, ymax = -0.0003,
    xmin = c(0, 63, 150, 200),
    xmax = c(63, 150, 200, 237),
    geom = "rect",
    fill = c(pal[2],pal[3],pal[4],pal[1])
  ) +
  annotate("text",x=31,y=-0.0025,label="GBC",size=16/.pt) +
  annotate("text",x=106,y=-0.0025,label="INP",size=16/.pt) +
  annotate("text",x=175,y=-0.0025,label="iVSN",size=16/.pt) +
  annotate("text",x=218,y=-0.0025,label="mVSN",size=16/.pt)
  
```

```{r}

###############################
### Kolmogorov-Smirnov Test ###  
###############################
ks.test(p14.v2r.pseudotime$v2r.pseudotime,p56.v2r.pseudotime$v2r.pseudotime)

```

```{r, include=FALSE}

fig3_b.part_2 <- ggdensity(data=v2r.pseudotime, x="v2r.pseudotime",
                          color="age",fill="age",title="V2R") +
  theme(aspect.ratio=1, axis.title=element_text(size=20), legend.text=element_text(size=20),
        axis.text=element_text(size=20), plot.title=element_text(hjust=0.5,size=28),
        legend.title=element_text(size=20)) +
  xlab("pseudotime") + 
  annotate("text",x=140,y=0.03,label="p-value: 1.892e-13",size=20/.pt) +
  annotate(
    ymin = -0.001, ymax = -0.0003,
    xmin = c(0, 62, 156, 225),
    xmax = c(62, 156, 225, 272),
    geom = "rect",
    fill = c(pal[2],pal[3],pal[4],pal[1])
  ) +
  annotate("text",x=31,y=-0.0025,label="GBC",size=16/.pt) +
  annotate("text",x=109,y=-0.0025,label="INP",size=16/.pt) +
  annotate("text",x=190,y=-0.0025,label="iVSN",size=16/.pt) +
  annotate("text",x=249,y=-0.0025,label="mVSN",size=16/.pt)

```

```{r, include=FALSE}

fig3_b <- ggarrange(plotlist=list(V1R=fig3_b.part_1,V2R=fig3_b.part_2),
                    nrow=1,ncol=2,common.legend=TRUE,legend="right")

svglite(filename = paste0(adobe_images,"fig3_b.svg"), width=12, height=6)
fig3_b
invisible(dev.off())

```

```{r, fig.width=12,fig.height=6}

fig3_b

```

## Heatmap showing expression in pseudotime for genes that differentially expressed between the V1R and V2R lineages. Heat indicates Z-score values  

```{r}

gene.counts <- GetAssayData(object=v1r.v.v2r.seu, slot="data")
gene.tot.counts <- rowSums(gene.counts)
# Only keep genes with more than 100 total normalized counts
gene.tot.counts <- gene.tot.counts[gene.tot.counts >= 300]

sig.v1r.v.v2r.patternDEres <- v1r.v.v2r.patternDEres[names(gene.tot.counts), ]
sig.v1r.v.v2r.patternDEres <- na.omit(sig.v1r.v.v2r.patternDEres)
# Keep genes with an adjusted p-value ≤ 0.001
patternDE.genes <- rownames(sig.v1r.v.v2r.patternDEres)[sig.v1r.v.v2r.patternDEres$padj <= 1e-3]

rm(gene.counts,gene.tot.counts)

```

```{r}

colors <- c("#007FFF", "#2E8B57", "#FFFF66", "#FFA500", "#FF0000")
# Custom color palette  
palette <- colorRampPalette(colors)

### based on mean smoother
patternDE.yhatSmooth <- predictSmooth(models=v1r.v.v2r.sce,gene=patternDE.genes,nPoints=50,tidy=FALSE)
patternDE.yhatSmoothScaled <- t(scale(t(patternDE.yhatSmooth)))
patternDE.heatSmooth_V1R <- pheatmap(patternDE.yhatSmoothScaled[ ,c(51:100)], fontsize = 12,
                                     color=palette(n=50), cluster_cols=FALSE,cluster_rows=TRUE,
                                     show_rownames=FALSE,show_colnames=FALSE,treeheight_row=30,
                                     main="V1R", legend=FALSE, silent=TRUE)

patternDE.matchingHeatmap_V2R <- 
  pheatmap(patternDE.yhatSmoothScaled[patternDE.heatSmooth_V1R$tree_row$order,c(1:50)],
           color=palette(n=50), cluster_cols=FALSE, cluster_rows=FALSE,
           show_rownames=FALSE, show_colnames=FALSE, fontsize = 12,
           main="V2R", legend=TRUE, silent=TRUE)

grid.arrange(patternDE.heatSmooth_V1R[[4]], patternDE.matchingHeatmap_V2R[[4]], ncol = 2, widths=c(1,1.01))

```

## Zoomed in UMAP of cell types early in the neuronal lineage  

```{r}

Idents(inp.integrated) <- as.factor(inp.integrated$cell_type)
# Set the order of the levels for the factor
inp.integrated@active.ident <- factor(inp.integrated@active.ident, 
                                      levels = c("early_INP", "late_INP", "V1R_iVSN",
                                                 "V2R_iVSN", "iOSN", "mOSN"))


```

```{r}

fig3_d <- DimPlot(neuron.integrated,label=TRUE,label.size=8,pt.size=1.5) + 
  NoLegend() + coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))
fig3_d

```

## Feature plots for select genes expressed early in the neuronal lineage  

```{r}

FeaturePlot(neuron.integrated,features=c("Ascl1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))

FeaturePlot(neuron.integrated,features=c("Sox2"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))

FeaturePlot(neuron.integrated,features=c("Neurod1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))

FeaturePlot(neuron.integrated,features=c("Neurog1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))

FeaturePlot(neuron.integrated,features=c("Sp8"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))

```

## Violin plot of normalized expression for Neurog1 and Neurod1, split by cell type  

```{r,fig.width=15,fig.height=7.5}

# Order the cell-types 
# Order the gene factor levels
neuron.integrated$cell_type <-
  factor(neuron.integrated$cell_type, levels=c("GBC","early_INP","late_INP",
                                               "V1R_iVSN","V2R_iVSN","iOSN",
                                               "V1R_mVSN","V2R_mVSN","mOSN","sVSN"))
neuron.cell_type.colors <- 
  neuron.cell_type.colors[c("GBC","early_INP","late_INP",
                            "V1R_iVSN","V2R_iVSN","iOSN",
                            "V1R_mVSN","V2R_mVSN","mOSN","sVSN")]

figS_4A <- VlnPlot(neuron.integrated, features=c("Neurog1"), split.by="cell_type", 
                  cols = neuron.cell_type.colors) & xlab("Cell Type") &
  theme(aspect.ratio=1,axis.text=element_text(size=20),axis.title=element_text(size=24),
        legend.text=element_text(size=20),legend.title=element_text(size=24),plot.title=element_text(size=32))

figS_4B <- VlnPlot(neuron.integrated, features=c("Neurod1"), split.by="cell_type", 
                  cols = neuron.cell_type.colors) & xlab("Cell Type") &
  theme(aspect.ratio=1,axis.text=element_text(size=20),axis.title=element_text(size=24),
        legend.text=element_text(size=20),legend.title=element_text(size=24),plot.title=element_text(size=32))

figS_4AB <- ggarrange(figS_4A,figS_4B,common.legend=TRUE,legend="right",align='hv',ncol=2,nrow=1)

figS_4AB

```

## UMAP of INP, iVSN, iOSN, and mOSN cell types  

```{r}

DimPlot(inp.integrated, pt.size=1, label=TRUE, cols=neuron.cell_type.colors, label.size=8, repel=TRUE) + theme(aspect.ratio = 1)

```

## Normalized expression of candidate genes for V1R/V2R/OSN lineage determination - V1R expressing genes  

```{r}

FeaturePlot(inp.integrated,features=c("Meis2"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) + theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Sct"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) + theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Fam183b"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) + theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Mir100hg"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) + theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Acad10"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) + theme(aspect.ratio=1)

```

## Normalized expression of candidate genes for V1R/V2R/OSN lineage determination  

```{r}

FeaturePlot(inp.integrated,features=c("Tfap2e"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Fezf1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Olig2"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Tshz2"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Nfib"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Bcl11b"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

```

## Feature plots of normalized gene expression for early differentially expressed genes between V1R, V2R, and OSN lineages  

```{r}

corner_theme <- theme(panel.background = element_rect(fill = "transparent", colour = NA),
                      plot.background = element_rect(fill = "transparent", colour = NA),
                      panel.grid = element_blank(),
                      panel.border = element_blank(),
                      plot.margin = unit(c(-1, -1, 0, -1), "null"),
                      panel.margin = unit(c(-1, -1, 0, -1), "null"),
                      axis.text=element_text(size=20),
                      axis.title=element_text(size=24),
                      plot.title=element_text(size=32),
                      legend.text=element_text(size=20),
                      aspect.ratio=1)

y_theme <- theme(panel.background = element_rect(fill = "transparent", colour = NA),
                 plot.background = element_rect(fill = "transparent", colour = NA),
                 panel.grid = element_blank(),
                 panel.border = element_blank(),
                 plot.margin = unit(c(-1, -1, 0, -1), "null"),
                 panel.margin = unit(c(-1, -1, 0, -1), "null"),
                 axis.title.x=element_blank(),
                 axis.text=element_text(size=20),
                 axis.title=element_text(size=24),
                 plot.title=element_text(size=32),
                 legend.text=element_text(size=20),
                 aspect.ratio=1)

x_theme <- theme(panel.background = element_rect(fill = "transparent", colour = NA),
                 plot.background = element_rect(fill = "transparent", colour = NA),
                 panel.grid = element_blank(),
                 panel.border = element_blank(),
                 plot.margin = unit(c(-1, -1, 0, -1), "null"),
                 panel.margin = unit(c(-1, -1, 0, -1), "null"),
                 axis.title.y=element_blank(),
                 axis.text=element_text(size=20),
                 axis.title=element_text(size=24),
                 plot.title=element_text(size=32),
                 legend.text=element_text(size=20),
                 aspect.ratio=1)
  
blank_theme <- theme(panel.background = element_rect(fill = "transparent", colour = NA),
                     plot.background = element_rect(fill = "transparent", colour = NA),
                     panel.grid = element_blank(),
                     panel.border = element_blank(),
                     plot.margin = unit(c(-1, -1, 0, -1), "null"),
                     panel.margin = unit(c(-1, -1, 0, -1), "null"),
                     axis.title=element_blank(),
                     axis.text=element_text(size=20),
                     plot.title=element_text(size=32),
                     legend.text=element_text(size=20),
                     aspect.ratio=1)

```

```{r,fig.width=16,fig.height=16}

figS_4C <- FeaturePlot(inp.integrated,features=c("Krt7"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  y_theme

figS_4D <- FeaturePlot(inp.integrated,features=c("Krt8"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  blank_theme

figS_4E <- FeaturePlot(inp.integrated,features=c("Emx2"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  blank_theme

figS_4F <- FeaturePlot(inp.integrated,features=c("Gmnc"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  blank_theme

figS_4G <- FeaturePlot(inp.integrated,features=c("Cdkn1a"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  y_theme

figS_4H <- FeaturePlot(inp.integrated,features=c("Mcidas"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  blank_theme

figS_4I <- FeaturePlot(inp.integrated,features=c("Cdk1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  blank_theme

figS_4J <- FeaturePlot(inp.integrated,features=c("Phlda1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  blank_theme

figS_4K <- FeaturePlot(inp.integrated,features=c("Misp"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  y_theme

figS_4L <- FeaturePlot(inp.integrated,features=c("Clmp"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  blank_theme

figS_4M <- FeaturePlot(inp.integrated,features=c("Tppp3"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  blank_theme

figS_4N <- FeaturePlot(inp.integrated,features=c("Ina"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  blank_theme

figS_4O <- FeaturePlot(inp.integrated,features=c("Mss51"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  corner_theme

figS_4P <- FeaturePlot(inp.integrated,features=c("Dnase2a"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  x_theme

figS_4Q <- FeaturePlot(inp.integrated,features=c("Tex15"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  x_theme

figS_4R <- FeaturePlot(inp.integrated,features=c("Crabp1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  x_theme

ggarrange(figS_4C,figS_4D,figS_4E,figS_4F,figS_4G,figS_4H,figS_4I,figS_4J,figS_4K,figS_4L,figS_4M,figS_4N,
          figS_4O,figS_4P,figS_4Q,figS_4R,nrow=4,ncol=4,align='hv')

```

## Feature plots of normalized expression for Notch1 and Dll4  

```{r,fig.width=16,fig.height=8}

figS_3S <- FeaturePlot(inp.integrated,features=c("Notch1"),order=TRUE,pt.size=1.5,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)
figS_3T <- FeaturePlot(inp.integrated,features=c("Dll4"),order=TRUE,pt.size=1.5,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

ggarrange(figS_3S,figS_3T,ncol=2,align='hv')

```

